March 30, 2026 | 9 min read
AI with Criteria: Our Manifesto
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Your product needs AI. You need a team that speaks your language.
The trust gap
Every vendor says they do AI. Almost none of them make it easy to trust
Sancrisoft builds AI-powered products for non-technical founders of startups. Our senior nearshore engineers from LATAM handle every technical decision, from model selection to production deployment, so you can stay focused on your business while we deliver AI that works.
When you are not technical, choosing a development partner is a leap of faith. These are the three things that make it harder than it should be:
You cannot verify the work yourself
You are trusting in faith that what gets built is solid, won't fall over under real traffic, and won't need to be rebuilt in six months.
Timelines are always 'three to six months', until they aren't
Vague estimates, scope creep, and invoices that grow after you sign turn a simple decision into a costly lesson.
'We use AI' is everywhere. Proof isn't
Every shop claims AI capability. Almost no one can show you a product they have actually shipped to real users, not a demo, a real product.
Does this sound like you?
The founders we work best with share a few things in common. See if this is you:
You have a clear product vision, but no technical co-founder.
You have been quoted 'three to six months' one too many times.
You need AI in your product, but cannot evaluate technical proposals yourself.
You are preparing for a raise and need a working product, not a prototype.
You tried no-code tools and hit the ceiling the moment things got complex.
You need a team that tells you what truly needs AI and what doesn't.
The good news
The problem isn't AI. It's finding a team that is honest about what it takes, accountable for what they build, and fluent enough in plain English to keep you informed at every step.
Your technical co-founder, without the equity.
We make every architectural decision, explain every tradeoff in plain English, and keep you in control without requiring you to become an engineer. The difference between a vendor and a partner is accountability. We tell you when something will not work, suggest a better path, and own the outcome alongside you, not just the delivery.
AI that your users actually rely on
Sancrisoft does not ship demos. We have built AI-powered platforms operating at scale today with real users, the same team, the same process, and the same standard. Production-grade is the only grade we know. Nearshore AI development for production is not about the model. It is about the system around it. We build monitoring, error handling, and safety layers that keep your AI reliable under real traffic, not just in testing.
References before you commit
Before you sign anything, we will introduce you to the founders we have built for. Not a testimonial page, an actual conversation with someone who has been exactly where you are. We can show you our work and walk you through our architecture. But the most honest signal is a conversation with someone who was exactly where you were six months ago and is now live.
CONDUCT: A process designed for Founders who need clarity, not complexity.
01
Spec
We turn your product idea into a clear, buildable plan. What the AI does, what it costs, and when it ships, written in plain English, approved by you before we write a line of code. No surprises after you sign.
02
Build
Specialized AI agents are built at speed while senior engineers direct every architectural decision. You get progress updates in language that makes sense, not in stack traces and pull request counts.
03
Test & Verify
Nothing ships to your users without passing automated testing and a senior engineer's sign-off. You get a working feature, not a staging build that looks good until real users touch it.
Why we build Conduct
The biggest risk for a non-technical founder is not the technology. It is a process that leaves you guessing. Conduct eliminates that. Three phases, your approval at every one.
Work
AI in production
March 25, 2026 | 10 min read
Why We Stopped Using AI as a Code Assistant and Started Using It as a Workflow
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April 15, 2026 | 9 min read
The Human-in-the-Loop Paradox: How Giving AI More Responsibility Made Us Better Engineers
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June 3, 2026 | 8 min read
Building a Production Payroll System in 28 Working Days: A Real Case Study of Claude Code + Our Agentic Harness
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You have the vision. Ready to make it real?
Tell us what you are building. We will map your product, identify what needs AI, and give you a timeline and price with no commitment required.
Frequently Asked Questions
Yes. Non-technical founders work with nearshore AI development teams like Sancrisoft every week, with no technical background required. Our methodology, Conduct, is structured so every decision gets explained in plain English, every phase requires your written approval, and you always know what gets built, what it costs, and when it ships. You never need to evaluate code or understand model architecture. We handle the technical decisions. You stay in control of the outcomes.
Sancrisoft's nearshore AI development goes into production, not just demos, and the track record is verifiable. We have shipped AI-powered platforms running at scale today with real users. Every project follows Conduct, our three-phase methodology, where nothing ships without automated testing and a mandatory senior engineer sign-off. We build observability into every system from day one. Before you commit, we will walk you through real AI we have shipped and connect you with a founder who has worked with us.
Yes. Data security in Sancrisoft's nearshore AI integrations is built into the architecture from the Spec phase, never added after deployment. We design every AI integration with your privacy requirements in mind, including HIPAA for healthcare. We use OpenAI and Anthropic enterprise tiers, both offering data processing agreements and zero-data-retention options. We never train models on your users' data without explicit consent. Compliance is defined before we write a line of code.
Most first AI features built by Sancrisoft ship in weeks from kickoff, not quarters. The first call takes 30 minutes: we map your product, identify what actually needs AI and what doesn't, and give you a realistic timeline. If we are a fit, the nearshore AI development Spec phase starts within days. You approve the scope before we build anything, with timeline commitments made in writing upfront. We do not give ranges to protect ourselves. We give you a date.
Sancrisoft builds both ways, adding AI to existing products and building AI-native products from scratch. Adding AI features to a live product is one of the most common nearshore AI development engagements we take on: LLM integration, conversational AI, and agentic workflows embedded into a product already in production. For founders starting fresh, we build AI-native products from the ground up. In both cases, the Spec phase reviews your product before we write a line of code. No assumptions, no surprises.